Training Example: QuestionPro – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Marketing, SEO & Advertising Agencies
Generic Claims: we grow businesses, results that speak for themselves, your marketing partner, proven track record…
Red Flags: guaranteed rankings or specific position promises, case studies with no client names or metrics, proprietary tools that are rebranded free tools, results claims without timeframes or baselines…
Semantic Drift Patterns: homepage claims data-driven but case studies show no metrics, claims full-service but team is three people, homepage targets enterprise but case studies are local businesses, claims proprietary methodology but describes standard practices…
Proof Expectations: named client case studies with before-and-after metrics, specific revenue or traffic numbers achieved, verified vendor partnerships with tier levels, team member profiles with specific expertise and career history…

QuestionPro

(https://questionpro.com) 📸 Data Snapshot: June 19, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Online Survey Software and Tools | QuestionPro (https://questionpro.com)
Title

Online Survey Software and Tools | QuestionPro

Meta

Our free survey platform features 80+ question types, ready-made templates, and more! Discover QuestionPro, the best online survey software to create surveys in minutes!

H1 AI-Powered insights,backed by real experts.
H2 Trusted by Market Research, CX, and HR teams at leading brands
H2 AI that workswhere you need it
H3 Validate research in minutes, without risking customer privacy.
H3 Video responses. Instant sentiment. No manual analysis.
H3 Your entire report, summarized in one click.
H3 Go from idea to full survey in under 60 seconds.
H3 AI-generated poll questions that boost participation.
H4 Awards & certificates
H5 The Experience Journal
HEADER_HEADING_REPEATED_BODY_FOOTER Create, distribute and analyze surveys for free with QuestionPro. (https://questionpro.com/a/showEntry.do)
Title

Create, distribute and analyze surveys for free with QuestionPro.

Meta

Sign up with QuestionPro to explore all of our advanced survey features that are built to support all your survey and research initiatives.

H1 Get started with your free Essentials account
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Research suite | Research software and tools | QuestionPro (https://questionpro.com/research-suite/)
Title

Research suite | Research software and tools | QuestionPro

Meta

The best suite of research tools, including research software, communities, survey respondents, and more, make this research tool of choice for brands globally!

H1 Insights in time to matter. Solid enough to act on.
H2 You don't need another tool. You need your entire research stack to finally work together.
H2 From first idea to final decision, the heavy lifting is already done with QuestionPro AI
H2 Research challenges we've already solved, for teams like yours.
H2 Don't chase your own data, QuestionPro works with the tools you already use.
H2 Research challenges businesses ask QuestionPro to solve
H2 Your next research project is already running behind. Let's catch you up.
H3 Write your research brief. Get a survey in 60 seconds.
H3 Test everything before takeoff
H3 Bad data caught before it reaches your analysis.
H3 Sometimes numbers aren’t enough
H3 Thousands of open-ends and no time to read them all
H3 One click. A full picture of your data
H3 Stop redoing research you already paid for
H3 IDI-depth insights. Without watching every recording
H4 Awards & certificates
H5 The Experience Journal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Customer Experience Management Software | QuestionPro CX (https://questionpro.com/cx/)
Title

Customer Experience Management Software | QuestionPro CX

Meta

Exceed your CX initiatives with our Customer Experience Management Software to map your customers

H1 Happy customers stay longer
H2 Take your customer relationship to the next level with QuestionPro CX
H3 Fuel customer loyalty
H3 Design the optimal Customer Experience
H3 Find the reason behind the rating with AskWhy
H3 All in one CX dashboard
H3 Deliver exceptional customer experiences with closed loop!
H3 Benchmarking NPS and CSAT by industry and brands in the U.S., Quarterly 2026
H3 CX Trends 2026
H3 VoC Analyst Report, 2025
H3 CJM Analyst Report 2025
H3 Salesforce
H3 Zapier
H3 Microsoft Dynamics
H3 Twitter
H3 Tableau
H3 PowerBI
H3 Domo
H3 QuestionPro API
H3 Webhooks
H3 IVR
H3 What is a customer experience management software?
H3 What is the best CX Platform?
H3 Benefits of using a customer experience management platform
H3 Do you know if your customer is about to turn into a detractor?
H4 Close the feedback loop leveraging our ticketing feedback system. Create a ticket for each detractor, assign it to the right person, and get the issue fixed.
H4 Free Resources
H4 A customer experience management software with an extensive toolbelt
H4 NPS & churn risk
H4 Sentiment analysis
H4 Advanced dashboards
H4 CX Workflow Powered by AI
H4 Disposition metrics
H4 Closed loop
H4 Integrations
H4 Turn a negative customer experience into a positive one with our detractor recovery tool to decrease churn rate.
H4 Awards & certificates
H5 The Experience Journal
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://questionpro.com) Online Survey Software and Tools | QuestionPro
[H1] Real people. Real answers. Always.
AI helps you move faster, our team helps you get it right.

You're never on your own,we're here from day one.
We staff your account like we're part of it. CSMs, architects, account managers. All yours, from start.

Meet your next CSM, book a demo!

"Hi Vivek, we've been using Question Pro (great product btw) for our IB marketing, and I wanted to highlight the outstanding support from Pierre-Alexis Bayen. His commitment since the RFP stage have been key to our campaign success in France. Wishing you and your team a wonderful Diwali."

KUDOS for
Pierre-Alexis Bayen
Director - France

"Thank you for running an excellent session yesterday. I spoke with the team members, and they agree that you did an excellent job. We appreciate the extra care you took to prepare and agenda for our training, and slowly and carefully walk us through the training ensuring that we understand the components and features of QuestionPro. We are very excited about future training sessions."

KUDOS for
Alex Caballero
Customer Success Manager

"Just wanted to say a big thank you to both of you for your incredible support during my survey-building process. Your expertise, professionalism, and approachable style made what could've been overwhelming feel easy and even enjoyable. I truly appreciate your guidance and patience, and I wouldn't hesitate to recommend QuestionPro because of this experience."

KUDOS for
QuestionPro
Global

"Hi, I would like to take a moment to express my heartfelt gratitude for the excellent partnership you demonstrated during the successful completion of the transition.Your collaboration with our team was instrumental in meeting tight deadlines without a hitch. Your technical expertise, reliability, and willingness to step in wherever needed made a big difference, especially in navigating complex challenges smoothly. Over the past few months, your dedication has not only kept the project on track but made working together a true privilege. Thank you for your unwavering support and for making this migration a smooth and successful journey."

KUDOS for
Aditya Gopalkrishnan
Sales Engineer, CX - Global

"QuestionPro has been an exceptional partner from day one. The platform is intuitive, robust, and easy to navigate, but what truly sets them apart is their service. Onboarding was thoughtful and thorough, and their responsiveness any time we've needed support has been outstanding. They deliver a true white-glove experience, ensuring every survey runs smoothly and every question is addressed quickly. In a space where many platforms feel transactional, QuestionPro stands out as a trusted partner helping us deliver high-impact insights."

KUDOS for
QuestionPro
Global

"QuestionPro CX helped us automate the workflows and gather data in a digestible way while making the process smooth and error-free for the end-user. Technical implementation and ensuring user experience excellence was important to us so it was crucial that the system was built to be available around the clock."

KUDOS for
QuestionPro CX team
Global

"The pace of support and insights that we get from the QuestionPro Research team is remarkable. I see them as a very natural extension of our internal Research team - especially with a can-do attitude that makes them stand apart from any of our other partners."

KUDOS for
QuestionPro Research team
Global

[IMG: scroll up]
[IMG: scroll down]
3503 chars
SUB-PAGE · THIN (https://questionpro.com/a/showEntry.do) Create, distribute and analyze surveys for free with QuestionPro.
[IMG: questionpro logo]
[H1]
Get started with your free

Essentials

account

Free for life, never expires!
No credit card required
Upgrade anytime

Already have an account?
Log In

[IMG: BBB Accredited]
217 chars
SUB-PAGE (https://questionpro.com/research-suite/) Research suite | Research software and tools | QuestionPro
Market Research Suite FAQ
[H2] Research challenges businesses ask QuestionPro to solve
QuestionPro Market Research Suite is built for businesses that need reliable research, faster workflows, and connected tools across the full research process.

What is QuestionPro Market Research Suite software?
QuestionPro Market Research Suite is software for planning, running, analyzing, and sharing market research from one connected platform.
Businesses can create surveys, collect responses, manage respondents, analyze feedback, organize insights, and share reports without moving across disconnected tools.

Who is QuestionPro Market Research Suite built for?
Market Research Suite is built for research, insights, marketing, product, UX, and CX teams that need reliable customer or market feedback.
In the US, it is often used by businesses and teams running brand tracking, concept testing, product research, customer studies, UX research, and recurring research programs.

What types of research can businesses run with QuestionPro?
Businesses can run surveys, concept tests, brand tracking studies, product feedback studies, UX research, community research, customer research, and employee research.
The platform supports quantitative research, which uses measurable data, and qualitative research, which uses open feedback, video responses, interviews, or discussions to understand the reason behind the data.

How does QuestionPro help businesses find survey respondents?
QuestionPro Audience helps businesses reach qualified respondents for research studies.
Businesses can collect feedback from groups such as US consumers, B2B decision-makers, healthcare professionals, product users, or other targeted audience segments.

How does AI support market research in QuestionPro?
QuestionPro AI helps with tasks that usually take researchers extra time, such as survey creation, response quality checks, open-ended feedback analysis, and reporting.
AI works best when it speeds up manual work while researchers still review the findings for accuracy, context, and business relevance.

Can QuestionPro support ongoing research programs?
Yes. QuestionPro can support one-time studies and long-term research programs.
Businesses can use surveys for individual projects, Communities for continuous feedback, Audience for respondent sourcing, InsightsHub for organizing past research, and dashboards for tracking results over time.
2461 chars
SUB-PAGE (https://questionpro.com/cx/) Customer Experience Management Software | QuestionPro CX
[H4] Integrations
Tie business and feedback data

[IMG: Salesforce Integration]

[H3] Salesforce

Bring your Survey Data into your Salesforce CRM.

[IMG: Zapier]

[H3] Zapier

Connect your survey to multiple web apps.

[IMG: Microsoft Dynamics]

[H3] Microsoft Dynamics

Integrate survey data with MS Dynamics.

[IMG: Twitter]

[H3] Twitter

Turn happy customers into advocates.

[IMG: Tableau]

[H3] Tableau

Data visualization and analytics.

[IMG: PowerBI]

[H3] PowerBI

Visualize survey data.

[IMG: Domo]

[H3] Domo

Integrate survey data.

[IMG: QuestionPro API]

[H3] QuestionPro API

Automate customer feedback surveys.

[IMG: Webhooks]

[H3] Webhooks

Realtime callbacks to your app from QuestionPro Surveys.

[IMG: IVR]

[H3] IVR

Collect data via Interactive voice response.
887 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
46Review mentions (all pages)
3External proof links (all pages)
PageReviewsProof links
/ (home) 30 1
/a/showEntry.do 2 0
/research-suite/ 5 1
/cx/ 9 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "QuestionPro",
        "url": "https://www.questionpro.com",
        "logo": "https://www.questionpro.com/images/logo/questionpro-logo.svg",
        "description": "Our free survey platform features 80+ question types, ready-made templates, and more! Discover QuestionPro, the best online survey software to create surveys!",
        "sameAs": [
            "https://www.facebook.com/questionpro",
            "https://x.com/questionpro",
            "https://linkedin.com/company/questionpro",
            "https://www.youtube.com/user/QuestionPro"
        ],
        "contactPoint": [
            {
                "@type": "ContactPoint",
                "telephone": "+1-800-531-0228",
                "contactType": "customer support",
                "areaServed": "Worldwide",
                "availableLanguage": [
                    "English",
                    "Spanish"
                ]
            }
        ],
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "9450 SW Gemini Dr #62790",
            "addressLocality": "Beaverton",
            "addressRegion": "OR",
            "postalCode": "97008-7105",
            "addressCountry": "US"
        },
        "founder": {
            "@type": "Person",
            "name": "Vivek Bhaskaran"
        },
        "aggregateRating": {
            "@type": "AggregateRating",
            "ratingValue": "4.8",
            "reviewCount": "1500"
        }
    },
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "QuestionPro",
        "url": "https://www.questionpro.com",
        "sameAs": [
            "https://www.facebook.com/questionpro",
            "https://twitter.com/questionpro",
            "https://linkedin.com/company/questionpro",
            "https://www.youtube.com/user/QuestionPro"
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "url": "https://www.questionpro.com",
        "logo": "https://www.questionpro.com/images/logo/questionpro-logo.svg"
    }
]
/a/showEntry.do — no schema detected (entity gap)
/research-suite/ — no schema detected (entity gap)
/cx/ — no schema detected (entity gap)

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Marketing, SEO & Advertising Agencies
45.1 Avg BS

Based on 1856 businesses audited.

BS Detector

Marketing, SEO & Advertising Agencies BS: QuestionPro (questionpro.com)

https://questionpro.com 📍 Industry: Marketing, SEO & Advertising Agencies
19 BS / 100

QuestionPro is a rare example of a high-substance platform that prioritizes human expertise and technical integrations over vague marketing promises. The BS score is driven down by the naming of actual employees and the inclusion of specific technical protocols. It is a benchmark for how SaaS companies should bridge the gap between AI hype and service-level reality.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

Hyperlink the 1500 reviews mentioned in the JSON-LD to a third-party verification site like G2 or Capterra to eliminate the Trust Theatre flag. Add a client logo wall to the ‘Trusted by leading brands’ section to provide immediate visual proof for that specific claim. Ensure all awards and certificates mentioned in the H4 headings are clickable and lead to the issuing body’s verification page. Define the ‘AI-generated poll questions’ with a brief mention of the underlying model or proprietary logic to further separate it from generic AI fluff.

While the site is classified under Marketing Agencies, it functions as a highly specialized Market Research and Customer Experience (CX) SaaS platform. The content confirms this by focusing on technical deliverables like API integrations and specific survey methodologies rather than general marketing services.

“The score of 19 is primarily earned through low Information Density penalties (7) and a near-perfect Identity and Authority score (0). The minor points in Trust and Proof (6) stem from the Trust Theatre flag on the signup page and the gap between claimed aggregate reviews (1500) and visible site reviews (30). Overall, the site is exceptionally grounded in substance.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation